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MissForest—non-parametric missing value imputation for mixed-type data | Researchclopedia

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MissForest—non-parametric missing value imputation for mixed-type data

20115,875 citationsJournal Articlebronze Open Access

Authors

Daniel J. Stekhoven · ETH Zurich

Peter Bühlmann · ETH Zurich

Abstract

stekhoven@stat.math.ethz.ch; buhlmann@stat.math.ethz.ch

Topics & Keywords

Statistical Methods and Inference Gene expression and cancer classification Statistical Methods and Bayesian Inference

UN Sustainable Development Goals

Life in Land

Publication Details

Published in: Bioinformatics

Volume 28, Issue 1, pp. 112-118

DOI: 10.1093/bioinformatics/btr597

Field-Weighted Citation Impact: 20.06